World Model Robustness via Surprise Recognition. - Geigh Zollicoffer; Tanush Chopra; Mingkuan Yan; Xiaoxu Ma; Kenneth Eaton 002; Mark Riedl (CoRR, 2025)

Explainable Model Routing for Agentic Workflows. - Mika Okamoto; Ansel Kaplan Erol; Mark Riedl (CoRR, 2026)